Advances in Information and Communication: Proceedings of the 2023 Future of Information and Communication Conference (FICC), Volume 2 PDF
Preview Advances in Information and Communication: Proceedings of the 2023 Future of Information and Communication Conference (FICC), Volume 2
Lecture Notes in Networks and Systems 652 Kohei Arai Editor Advances in Information and Communication Proceedings of the 2023 Future of Information and Communication Conference (FICC), Volume 2 Lecture Notes in Networks and Systems 652 SeriesEditor JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences,Warsaw, Poland AdvisoryEditors FernandoGomide,DepartmentofComputerEngineeringandAutomation—DCA, SchoolofElectricalandComputerEngineering—FEEC,Universityof Campinas—UNICAMP,SãoPaulo,Brazil OkyayKaynak,DepartmentofElectricalandElectronicEngineering,Bogazici University,Istanbul,Turkey DerongLiu,DepartmentofElectricalandComputerEngineering,Universityof IllinoisatChicago,Chicago,USA InstituteofAutomation,ChineseAcademyofSciences,Beijing,China WitoldPedrycz,DepartmentofElectricalandComputerEngineering,Universityof Alberta,Alberta,Canada SystemsResearchInstitute,PolishAcademyofSciences,Warsaw,Poland MariosM.Polycarpou,DepartmentofElectricalandComputerEngineering,KIOS ResearchCenterforIntelligentSystemsandNetworks,UniversityofCyprus,Nicosia, Cyprus ImreJ.Rudas,ÓbudaUniversity,Budapest,Hungary JunWang,DepartmentofComputerScience,CityUniversityofHongKong,Kowloon, HongKong Theseries“LectureNotesinNetworksandSystems”publishesthelatestdevelopments inNetworksandSystems—quickly,informallyandwithhighquality.Originalresearch reportedinproceedingsandpost-proceedingsrepresentsthecoreofLNNS. Volumes published in LNNS embrace all aspects and subfields of, as well as new challengesin,NetworksandSystems. Theseriescontainsproceedingsandeditedvolumesinsystemsandnetworks,span- ning the areas of Cyber-Physical Systems, Autonomous Systems, Sensor Networks, ControlSystems,EnergySystems,AutomotiveSystems,BiologicalSystems,Vehicular NetworkingandConnectedVehicles,AerospaceSystems,Automation,Manufacturing, SmartGrids,NonlinearSystems,PowerSystems,Robotics,SocialSystems,Economic Systemsandother.Ofparticularvaluetoboththecontributorsandthereadershiparethe shortpublicationtimeframeandtheworld-widedistributionandexposurewhichenable bothawideandrapiddisseminationofresearchoutput. The series covers the theory, applications, and perspectives on the state of the art and future developments relevant to systems and networks, decision making, control, complexprocessesandrelatedareas,asembeddedinthefieldsofinterdisciplinaryand applied sciences, engineering, computer science, physics, economics, social, and life sciences,aswellastheparadigmsandmethodologiesbehindthem. IndexedbySCOPUS,INSPEC,WTIFrankfurteG,zbMATH,SCImago. AllbookspublishedintheseriesaresubmittedforconsiderationinWebofScience. ForproposalsfromAsiapleasecontactAnindaBose([email protected]). Kohei Arai Editor Advances in Information and Communication Proceedings of the 2023 Future of Information and Communication Conference (FICC), Volume 2 Editor KoheiArai FacultyofScienceandEngineering SagaUniversity Saga,Japan ISSN 2367-3370 ISSN 2367-3389 (electronic) LectureNotesinNetworksandSystems ISBN 978-3-031-28072-6 ISBN 978-3-031-28073-3 (eBook) https://doi.org/10.1007/978-3-031-28073-3 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense toSpringerNatureSwitzerlandAG2023 Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations,recitation,broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmission orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar methodologynowknownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsorthe editorsgiveawarranty,expressedorimplied,withrespecttothematerialcontainedhereinorforanyerrors oromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface WeareextremelydelightedtobringforththeeightheditionofFutureofInformationand ComputingConference,2023(FICC2023)heldsuccessfullyon2and3March2023. Wesuccessfullyleveragedtheadvantagesoftechnologyforseamlesslyorganizingthe conferenceinavirtualmodewhichallowed150+attendeesfrom45+nationsacrossthe globetoattendthisphenomenalevent. Theconferenceallowedlearnedscholars,researchersandcorporatetycoonstoshare theirvaluableandout-of-the-boxstudiesrelatedtocommunication,datascience,com- puting and Internet of things. The thought-provoking keynote addresses, unique and informativepaperpresentationsandusefulvirtualroundtableswerethekeyattractions of this conference. The astounding success of the conference can be gauged by the overwhelmingresponseintermsofpapersreceived.Atotalnumberof369paperswere received,outofwhich143werehandpicked bycarefulreviewintermsoforiginality, applicabilityandpresentation,and119arefinallypublishedinthisedition. The papers not only presented various novel and innovative ways of dealing with mundane,time-consumingandrepetitivetasksinafool-proofmannerbutalsoprovided a sneak peek into the future where technology would be an inseparable part of each one’slife.Thestudiesalsogaveanimportantthreadforfutureresearchandbeckoned all the bright minds to foray in those fields. The conference indeed brought about a scientificawakeningamongstallitsparticipantsandviewersandisboundtobringabout arenaissanceinthefieldofcommunicationandcomputing. Theconferencecouldnothavebeensuccessfulwithoutthehardworkofmanypeo- pleonstageandbackstage.Thekeeninterestofauthorsalongwiththecomprehensive evaluationofpapersbytechnicalcommitteememberswasthemaindriveroftheconfer- ence.Thesessionchairscommittee’seffortswerenoteworthy.Wewouldliketoexpress our heartfelt gratitude to all the above stakeholders. A special note of thanks to our wonderful keynote speakers who added sparkle to the entire event. Last but certainly notleast,wewouldextendourgratitudetotheorganizingcommitteewhotoiledhardto makethisvirtualeventagrandsuccess. We sincerely hope to provide an enriching and nourishing food for thought to our readers by means of our well-researched studies published in this edition. The over- whelmingresponsebyauthors,participantsandreadersmotivatesustobetterourselves eachtime.Wehopetoreceivecontinuedsupportandenthusiasticparticipationfromour distinguishedscientificfraternity. Regards, KoheiArai Contents TheDisabled’sLearningAspirationandE-LearningParticipation ............ 1 SeonglimLee,JaehyeSuk,JinuJung,LuTan,andXinyuWang AreCKMetricsEnoughtoDetectDesignPatterns? ........................ 11 GcinizweDlamini,SwatiMegha,andSirojiddinKomolov Detecting Cyberbullying from Tweets Through Machine Learning TechniqueswithSentimentAnalysis ..................................... 25 JalalOmerAtoum DNAGenomeClassificationwithMachineLearningandImageDescriptors ... 39 DanielPradoCussiandV.E.MachacaArceda A Review of Intrusion Detection Systems Using Machine Learning: Attacks,AlgorithmsandChallenges ...................................... 59 JoseLuisGutierrez-Garcia, EddySanchez-DelaCruz, andMariadelPilarPozos-Parra HeadOrientationofPublicSpeakers:VariationwithEmotion,Profession andAge .............................................................. 79 YatheendraPravanKidambiMurali,CarlVogel,andKhurshidAhmad UsingMachineLearningtoIdentifyTopAntecedentsAffectingCrime inUSCommunities .................................................... 96 KamilSamara Hybrid Quantum Machine Learning Classifier with Classical Neural NetworkTransferLearning ............................................. 102 AveryLeider,GioGiorgioAbouJaoude,andPaulineMosley RepeatedPotentialityAugmentationforMulti-layeredNeuralNetworks ....... 117 RyotaroKamimura SGAS-es: Avoiding Performance Collapse by Sequential Greedy ArchitectureSearchwiththeEarlyStoppingIndicator ...................... 135 Shih-PingLinandSheng-DeWang ArtificialIntelligenceinForensicScience ................................. 155 NazneenMansoorandAlexanderIliev viii Contents Deep Learning Based Approach for Human Intention Estimation inLower-BackExoskeleton ............................................. 164 ValeriyaZanina,GcinizweDlamini,andVadimPalyonov TSEM: Temporally-Weighted Spatiotemporal Explainable Neural NetworkforMultivariateTimeSeries .................................... 183 Anh-DuyPham,AnastassiaKuestenmacher,andPaulG.Ploeger AIinCryptocurrency .................................................. 205 AlexanderI.IlievandMalvikaPanwar ShortTermSolarPowerForecastingUsingDeepNeuralNetworks ........... 218 SanaMohsinBabbarandLauCheeYong Convolutional Neural Networks for Fault Diagnosis and Condition MonitoringofInductionMotors ......................................... 233 FatemehDavoudiKakhkiandArminMoghadam HuberLossandNeuralNetworksApplicationinPropertyPricePrediction ..... 242 AlexanderI.IlievandAmruthAnand TextRegressionAnalysisforPredictiveIntervalsUsingGradientBoosting .... 257 AlexanderI.IlievandAnkithaRaksha ChosenMethods ofImprovingSmallObjectRecognition withWeak RecognizableFeatures ................................................. 270 MagdalenaStachon´ andMarcinPietron´ FactorsAffectingtheAdoptionofInformationTechnologyintheContext ofMoroccanSmes ..................................................... 286 YassineZouhair,MustaphaBelaissaoui,andYounousElMrini AspectsoftheCentralandDecentralProductionParameterSpace,Its Meta-OrderandIndustrialApplicationSimulationExample ................. 297 BernhardHeiden, RonjaKrimm, BiancaTonino-Heiden, andVolodymyrAlieksieiev GenderEqualityinInformationTechnologyProcesses:ASystematic MappingStudy ........................................................ 310 J.DavidPatón-Romero, SunnivaBlock, ClaudiaAyala, andLetiziaJaccheri The P vs. NP Problem and Attempts to Settle It via Perfect Graphs State-of-the-ArtApproach .............................................. 328 MaherHeal,KiaDashtipour,andMandarGogate Contents ix HadoopDatasetforJobEstimationintheCloudwithLimitedBandwidth ..... 341 MohammedBergui,NikolaS.Nikolov,andSaidNajah SurveyofSchemaLanguages:OnaSoftwareComplexityMetric ............. 349 KehindeSotonwa, JohnsonAdeyiga, MichaelAdenibuyan, andMoyinoluwaDosunmu BohmianQuantumFieldTheoryandQuantumComputing .................. 362 F.W.Roush Service-OrientedMultidisciplinaryComputing:FromCodeProviders toTransdisciplines ..................................................... 372 MichaelSobolewski Incompressible Fluid Simulation Parallelization with OpenMP, MPI andCUDA ........................................................... 385 XuanJiang,LaurenceLu,andLinyueSong PredictiveAnalysisofSolarEnergyProductionUsingNeuralNetworks ....... 396 VinithaHannahSubburaj,NickolasGallegos,AnithaSarahSubburaj, AlexisSopha,andJoshuaMacFie ImplementationofaTagPlayingRobotforEntertainment ................... 416 MustafaAyad,JessicaMacKay,andTyroneClarke English-Filipino Speech Topic Tagger Using Automatic Speech RecognitionModelingandTopicModeling ............................... 427 JohnKarlB.TumpalanandReginaldNeilC.Recario ANovelAdaptiveFuzzyLogicControllerforDC-DCBuckConverters ....... 446 ThucKieu-XuanandDuc-CuongQuach VisualMechanismsInspiredEfficientTransformersforImageandVideo QualityAssessment .................................................... 455 JunyongYouandZhengZhang ANeuralNetworkBasedApproachforEstimationofRealEstatePrices ...... 474 VentsislavNikolov ContextualizingArtificiallyIntelligentMorality:AMeta-ethnography ofTheoretical,PoliticalandAppliedEthics ............................... 482 JennaferShaeRobertsandLauraN.Montoya x Contents AnAnalysisofCurrentFallDetectionSystemsandtheRoleofSmart DevicesandMachineLearninginFutureSystems .......................... 502 EdwardR.Sykes AuthenticationSchemeUsingHoneySentences ............................ 521 NurilKaunainiRofiatunnajahandAriMoesriamiBarmawi HSDVS-DPoS:ASecureandHeterogeneousDPoSConsensusProtocol UsingHeterogeneousStrongDesignatedVerifierSignature .................. 541 CanZhao,XiaoXiaoWang,ZhengzhuLu,JiahuiWang,DejunWang, andBoMeng FrameworkforMulti-factorAuthenticationwithDynamicallyGenerated Passwords ............................................................ 563 IvayloChenchev RandomnessTestingonStrictKeyAvalancheDataCategoryonConfusion Propertiesof3D-AESBlockCipherCryptographyAlgorithm ................ 577 NorAzealaMohdYusofandSuriyaniAriffin AProofofP!=NP:NewSymmetricEncryptionAlgorithmAgainstAny LinearAttacksandDifferentialAttacks ................................... 589 GaoMing Python Cryptographic Secure Scripting Concerns: A Study of Three Vulnerabilities ........................................................ 602 GraceLaMalva,SuzannaSchmeelk,andDristiDinesh DevelopingaGSM-GPSBasedTrackingSystem:VulnerableNigerian SchoolChildrenasaCaseStudy ......................................... 614 AfolayanIfeoluwaandIdachabaFrancis Standardization of Cybersecurity Concepts in Automotive Process Models:AnAssessmentToolProposal ................................... 635 NohaMoselhyandAhmedAdelMahmoud FactorsAffectingthePersistenceofDeletedFilesonDigitalStorage Devices .............................................................. 656 TahirM.Khan,JamesH.JonesJr.,andAlexV.Mbazirra TaphonomicalSecurity:DNAInformationwithaForeseeableLifespan ....... 674 Fatima-EzzahraElOrche,MarcelHollenstein,SarahHoudaigoui, DavidNaccache,DariaPchelina,PeterB.Rønne,PeterY.A.Ryan, JulienWeibel,andRobertWeil
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